Improving on Expectation Propagation
Abstract
We develop as series of corrections to Expectation Propagation (EP), which is one of the most popular methods for approximate probabilistic inference. These corrections can lead to improvements of the inference approximation or serve as a sanity check, indicating when EP yields unrealiable results.
Cite
Text
Opper et al. "Improving on Expectation Propagation." Neural Information Processing Systems, 2008.Markdown
[Opper et al. "Improving on Expectation Propagation." Neural Information Processing Systems, 2008.](https://mlanthology.org/neurips/2008/opper2008neurips-improving/)BibTeX
@inproceedings{opper2008neurips-improving,
title = {{Improving on Expectation Propagation}},
author = {Opper, Manfred and Paquet, Ulrich and Winther, Ole},
booktitle = {Neural Information Processing Systems},
year = {2008},
pages = {1241-1248},
url = {https://mlanthology.org/neurips/2008/opper2008neurips-improving/}
}